output
20182023
most citedBayesian Temporal Factorization for Multidimensional Time Series Prediction

268 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022Show all

4 papers · 1 filter

math.OC2022★ 7 cited

A stochastic integer programming approach to reserve staff scheduling with preferences

Carl Perreault-Lafleur, Margarida Carvalho, Guy Desaulniers

Nowadays, reaching a high level of employee satisfaction in efficient schedules is an important and difficult task faced by companies. We tackle a new variant of the personnel sche…

stat.AP2022★ 12 cited

Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes

Zhanhong Cheng, Xudong Wang, Xinyuan Chen +2

Modeling the relationship between vehicle speed and density on the road is a fundamental problem in traffic flow theory. Recent research found that using the least-squares (LS) met…

math.OC2022★ 2 cited

Adaptation, Comparison and Practical Implementation of Fairness Schemes in Kidney Exchange Programs

William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi

In Kidney Exchange Programs (KEPs), each participating patient is registered together with an incompatible donor. Donors without an incompatible patient can also register. Then, KE…

math.OC2022★ 54 cited

Optimising Electric Vehicle Charging Station Placement using Advanced Discrete Choice Models

Steven Lamontagne, Margarida Carvalho, Emma Frejinger +3

We present a new model for finding the optimal placement of electric vehicle charging stations across a multi-period time frame so as to maximise electric vehicle adoption. Via the…